{"id":"W4411087420","doi":"10.3390/diagnostics15121452","title":"Functional Outcomes and Activity Levels in Patients After Internal Hemipelvectomy for Primary Sarcoma Involving the Bony Pelvis","year":2025,"lang":"en","type":"article","venue":"Diagnostics","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemipelvectomy; Pelvis; Sarcoma; Medicine; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114185,0.0001611377,0.0002731531,0.0001029192,0.00006673193,0.00003381478,0.00005289569,0.00006469657,0.00002376649],"category_scores_gemma":[0.0006483638,0.0001075063,0.00009446296,0.0001054929,0.00006135872,0.00006352452,0.0001033574,0.0001428946,0.000004202614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001642123,"about_ca_system_score_gemma":0.00006809577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005036991,"about_ca_topic_score_gemma":0.00006187701,"domain_scores_codex":[0.9991611,0.00002906592,0.0001982324,0.0002324753,0.0001730306,0.00020606],"domain_scores_gemma":[0.9974876,0.002129804,0.00004891713,0.0001942756,0.00008589972,0.00005347784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002154903,0.0008403497,0.9712211,0.00008328809,0.0001053205,0.00001778263,0.00008695252,6.933719e-7,0.000006344039,0.0001681207,0.001926569,0.02532797],"study_design_scores_gemma":[0.004019807,0.00009742125,0.9932548,0.0002459412,0.0001399537,0.000001595697,0.0000267642,0.00004646663,0.0003114074,0.0003544615,0.001411146,0.00009020585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948024,0.001392459,0.0002296925,0.002220343,0.0002841603,0.0007320719,0.00006958331,0.00001733476,0.0002519879],"genre_scores_gemma":[0.9963532,0.000146196,0.0002667065,0.002605817,0.00004821451,0.0003513222,0.00003761958,0.00001345828,0.0001774836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02523777,"threshold_uncertainty_score":0.4383979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806275080586306,"score_gpt":0.2710572031416726,"score_spread":0.2529944523358096,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}